Why investors are backing Applied Brain Research’s on-device voice AI approach.
Updated
January 14, 2026 1:38 PM
Plastic model of a human's brain. PHOTO: UNSPLASH
Applied Brain Research (ABR), a Canada-based startup, has closed its seed funding round to advance its work in “on-device voice AI”. The round was led by Two Small Fish Ventures, with its general partner Eva Lau joining ABR’s board, reflecting investor confidence in the company’s technical direction and market focus.
The round was oversubscribed, meaning more investors wanted to participate than the company had planned for. That response reflects growing interest in technologies that reduce reliance on cloud-based AI systems.
ABR is focused on a clear problem in voice-enabled products today. Most voice features depend on cloud servers to process speech, which can cause delays, increase costs, raise privacy concerns and limit performance on devices with small batteries or limited computing power.
ABR’s approach is built around keeping voice AI fully on-device. Instead of relying on cloud connectivity, its technology allows devices to process speech locally, enabling faster responses and more predictable performance while reducing data exposure.
Central to this approach is the company’s TSP1 chip, a processor designed specifically for handling time-based data such as speech. Built for real-time voice processing at the edge, TSP1 allows tasks like speech recognition and text-to-speech to run on smaller, power-constrained devices.
This specialization is particularly relevant as voice interfaces become more common across emerging products. Many edge devices such as wearables or mobile robotics cannot support traditional voice AI systems without compromising battery life or responsiveness. The TSP1 addresses this limitation by enabling these capabilities at significantly lower power levels than conventional alternatives. According to the company, full speech-to-text and text-to-speech can run at under 30 milliwatts of power, which is roughly 10 to 100 times lower than many existing alternatives. This level of efficiency makes advanced voice interaction feasible on devices where power consumption has long been a limiting factor.
That efficiency makes the technology applicable across a wide range of use cases. In augmented reality glasses, it supports responsive, hands-free voice control. In robotics, it enables real-time voice interaction without cloud latency or ongoing service costs. For wearables, it expands voice functionality without severely impacting battery life. In medical devices, it allows on-device inference while keeping sensitive data local. And in automotive systems, it enables consistent voice experiences regardless of network availability.
For investors, this combination of timing and technology is what stands out. Voice interfaces are becoming more common, while reliance on cloud infrastructure is increasingly seen as a limitation rather than a strength. ABR sits at the intersection of those two shifts.
With fresh funding in place, ABR is now working with partners across AR, robotics, healthcare, automotive and wearables to bring that future closer. For startup watchers, it’s a reminder that some of the most meaningful AI advances aren’t about bigger models but about making intelligence fit where it actually needs to live.
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Cyberport Venture Capital Forum (CVCF) 2025 Returns Under the Theme "The Innovation–Venture Nexus: Igniting Transformative Success"
Updated
January 8, 2026 6:34 PM
As the venture capital world recalibrates amid global uncertainty, Cyberport Venture Capital Forum (CVCF) 2025 returns on November 6-7 under the theme “The Innovation–Venture Nexus: Igniting Transformative Success”. PHOTO: CYBERPORT
The two-day forum will once again bring together global and local leaders to explore how technology, capital and collaboration intersect to drive the next wave of growth. Entrepreneurs, investors and innovators will exchange insights on artificial intelligence, digital assets and Web 3.0—technologies that are reshaping industries and redefining both risk and opportunity.
As industries face challenges from geopolitical shifts, regulatory changes and market volatility, CVCF will serve as a platform to address a defining question: How can innovation remain bold and visionary in an ever-evolving funding landscape? Through keynotes, panel discussions and interactive sessions, the forum will spotlight the transformative potential of technologies like artificial intelligence (AI), Web 3.0 and digital assets while offering practical strategies to turn disruption into market advantage.
With investor matching, power pitches, start-up clinics and workshops, CVCF 2025 offers a front-row seat to emerging markets across Asia, the Middle East, the United States and Europe, connecting forward-thinking investors with visionary entrepreneurs. It is not just a conference—it’s a bridge between ideas and investment designed to ignite breakthroughs and foster growth in the global innovation ecosystem. It provides a unique platform for startups and investors to navigate the complexities of today’s economy while seizing new opportunities for collaboration and growth.
To preview the conversations ahead, three speakers share perspectives on trends shaping the future of innovation, investment and entrepreneurship, setting the stage for the discussions that will unfold at CVCF 2025.
Co-founder and CEO, AIFT
Session: Riding the Middle East Momentum — Capitalizing Unique Innovation and Investment Strengths
As the Middle East accelerates its shift from oil dependence toward digital diversification, the region is becoming a focal point for blockchain and AI investment. In his upcoming session, Alvin Kwock will explore the region’s innovation potential — and here, he shares some of his views on the opportunities shaping that transformation.
Alvin Kwock, co-founder and CEO of AIFT, oversees operations across three verticals: AI and cybersecurity (Vulcan and Cymetrics), blockchain (OneInfinity and OneSavie) and pet and B2C (OneDegree). With local operations spanning Asia and the Middle East, AIFT is expanding rapidly.
When asked about the Middle East’s rapid rise as a global innovation hub, Kwock said that the region is shifting from a petroleum-dependent economy to one increasingly diversified through technology and innovation, with markets advancing blockchain and AI technologies. AIFT is prioritizing expansion in the UAE and Saudi Arabia, where AI investment and regulatory openness create immense potential. Hong Kong’s expertise in financial risk management acts as a “confidence anchor” for international markets, allowing AIFT to deliver compliant solutions tailored for emerging markets while developing Sharia-compliant, regulation-aligned technologies.
“Hong Kong’s storied expertise in financial risk management acts as a ‘confidence anchor’ for international markets.”
He also noted that the region’s accelerating digital adoption opens unique opportunities for AI, insurtech and fintech. The UAE and Bahrain’ embrace of virtual assets, combined with Hong Kong’s proven frameworks, provide a foundation for localized solutions. By integrating risk oversight and regulatory best practices, AIFT supports stable market growth and delivers specialized insurance to enhance resilience in emerging markets.
On managing geopolitical risk, Kwock explained that AIFT mitigates exposure through local partnerships, regulatory alignment and cultural understanding. By hiring Arab employees and ensuring operations align with Islamic values, AIFT strengthens Hong Kong–Middle East collaboration. This approach, he said, offers a blueprint for startups: prioritize local engagement and flexibility to balance risk and growth.
Founder, Hash Global Advisory Company Ltd.
Session: From Hype to Holdings — Where Smart Money Goes in Digital Assets 2025–2027
With institutional frameworks for Web 3.0 maturing, investors are increasingly focused on sustainable value creation. In his session, Kang Shen will discuss how smart capital is moving beyond speculation toward real-world utility—themes echoed in his reflections shared ahead of the forum.
Kang Shen, founder of Hash Global Advisory, applies value-investing principles to the Web 3.0 sector. A graduate of Fudan University and the University of Chicago Booth School of Business and a Chartered Financial Analyst (CFA), Shen has more than 20 years of financial industry experience with roles at the Industrial Bank of Japan, PIMCO and Bosera Asset Management.
On the tokenization of real-world assets, Shen observed that the RWA sector remains in its early phase of regulatory and infrastructure development. Over the next two years, as compliance systems mature, scalable projects with tangible value will emerge. For now, his approach remains cautious, focusing on fundamentals rather than inflated market narratives.
He also shared his optimism for three areas with the most potential upside: Web 3.0 Culture and Entertainment—including projects like Meet48 and Offgrid; Web 3.0 E-Commerce and Payments—with ventures such as WSPN, RD Technologies and Bitgoods; and On-Chain Data and Data Assets—such as Chainbase and Data Dance Chain. These, he noted, represent meaningful real-world applications of Web 3.0 technologies.
“Web 3.0 is currently undergoing a process of value realignment.”
Shen emphasized that Hash Global has always been committed to applying value-investing principles to the field of digital asset management. As early as 2019, the firm proposed using a monetary equation framework to evaluate ecosystem tokens and recently defined a new class—“Value-Functional Tokens”. He believes Web 3.0 is now undergoing a process of value realignment, where genuine utility will determine long-term worth.
Founder and CEO, Zhejiang Linctex Digital Technology Co., Ltd. (Style3D)
Session: Strategic Exits — IPO Paths for Expanding Rapid-Growth Companies
The fashion and textile industry is undergoing rapid digital transformation. Against this backdrop, Eric Liu will join CVCF 2025 to discuss strategic growth and expansion paths for fast-scaling companies.
Eric Liu, founder and CEO of Zhejiang Linctex Digital Technology Co., Ltd. (Style3D), holds dual master’s degrees in applied computing and molecular biology from VUB University in Belgium and a PhD in Electronic Information Engineering from Zhejiang University. A serial entrepreneur in the textile industry, Liu founded Style3D to drive digital transformation through AI and 3D technology.
He explained that Style3D’s fusion of AI and 3D technology builds a full-chain digital ecosystem. AI-driven design tools powered by large language models shorten design cycles from weeks to hours, while 3D simulation reduces prototyping costs by 30 percent. The company’s self-developed simulation engine supports virtual fashion shows and sustainability initiatives by optimizing fabric usage.
“Style3D’s fusion of AI and 3D technology builds a full-chain digital ecosystem.”
On the company’s origins, Liu said that traditional fashion R&D cycles are slow and costly. By integrating AI for pattern generation and 3D for design-to-production links, Style3D overcomes these barriers. With over 200 core patents and an extensive database of 2.3 million fabric properties and 1.2 million garment templates, the company leads digital fashion innovation.
Looking ahead, Liu noted that Style3D reinvests 40 percent of annual revenue into R&D, develops AI-driven trend prediction tools and expands innovation hubs in Paris and Milan. By leading the standardization of “3D Digital Fashion Infrastructure”, Style3D is setting the industry benchmark for the next era of intelligent manufacturing.
As global innovators prepare to gather at CVCF 2025, the forum promises to ignite ideas, discoveries and partnerships that will shape the future of technology and investment. From cutting-edge insights to practical strategies, the conversations starting here are just the beginning of a journey to redefine what’s possible in the global innovation ecosystem.
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